Original ResearchPublished 25 August 2026Severity-aware hierarchical federated learning for privacy-preserving indoor emergency recognition in BLE-based medical IoT environmentsChembon Rajeendran Karthik · Shyam Venkatraman · Hemalatha KFrontiers in Medical Technologydoi 10.3389/fmedt.2026.1900013